James Jia, Pradeep Kalipatnapu and Yiheng Yang

BIDData is a machine learning library under development at Berkeley, whose use of the GPU gives it a single core performance that outpaces its peers. My capstone team and I have integrated BIDData with Apache Spark to create a distributed, GPU-based machine learning library for future big data applications.

BibTeX citation:

@techreport{Jia:EECS-2016-112,
Author = {Jia, James and Kalipatnapu, Pradeep and Yang, Yiheng},
Editor = {Canny, John F.},
Title = {Building a Distributed, GPU-based Machine Learning Library},
Institution = {EECS Department, University of California, Berkeley},
Year = {2016},
Month = {May},
URL = {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2016/EECS-2016-112.html},
Number = {UCB/EECS-2016-112},
Abstract = {BIDData is a machine learning library under development at Berkeley, whose use of the GPU gives it a single core performance that outpaces its peers. My capstone team and I have integrated BIDData with Apache Spark to create a distributed, GPU-based machine learning library for future big data applications.}
}